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Lated Stack Model & Older Model Moved

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This commit is contained in:
Puranjay Savar Mattas
2022-10-16 19:09:53 +05:30
parent eea2bd3e7b
commit fea5b87d5a
12 changed files with 67948 additions and 3998 deletions
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202
Extra/full_filled_stroke_data (1).csv Normal file
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gender,age,hypertension,heart_disease,ever_married,work_type,Residence_type,avg_glucose_level,bmi,smoking_status,stroke
Female,61.0,0,0,Yes,Self-employed,Rural,202.21,31.555602417555065,never smoked,1
Female,59.0,0,0,Yes,Private,Rural,76.15,30.24293671780551,Unknown,1
Male,78.0,0,1,Yes,Private,Urban,219.84,30.698951437189447,Unknown,1
Male,57.0,0,1,No,Govt_job,Urban,217.08,33.80840960032553,Unknown,1
Male,58.0,0,0,Yes,Private,Rural,189.84,31.378533851873115,Unknown,1
Male,59.0,0,0,Yes,Private,Rural,211.78,33.4845680869329,formerly smoked,1
Female,63.0,0,0,Yes,Private,Urban,90.9,30.042545164065906,formerly smoked,1
Female,75.0,0,1,No,Self-employed,Urban,109.78,28.31827337114426,Unknown,1
Female,76.0,0,0,No,Private,Urban,89.96,28.397892673424312,Unknown,1
Male,78.0,1,0,Yes,Private,Urban,75.32,29.139780244728872,formerly smoked,1
Female,63.0,0,0,Yes,Govt_job,Urban,197.54,31.602317143886843,never smoked,1
Male,78.0,0,0,Yes,Private,Urban,237.75,29.316691843518786,formerly smoked,1
Male,75.0,0,0,Yes,Private,Urban,104.72,28.31827337114426,Unknown,1
Female,76.0,0,0,Yes,Govt_job,Rural,62.57,27.954912232096934,formerly smoked,1
Female,51.0,0,0,Yes,Private,Urban,165.31,30.491106831242366,never smoked,1
Female,66.0,0,0,Yes,Self-employed,Urban,101.45,29.292953098797682,Unknown,1
Male,58.0,0,0,Yes,Private,Urban,71.2,30.003880754655786,Unknown,1
Male,58.0,0,0,Yes,Private,Urban,82.3,30.199570565349735,smokes,1
Female,76.0,0,0,Yes,Self-employed,Urban,106.41,28.202069360450302,formerly smoked,1
Female,72.0,0,0,Yes,Private,Urban,219.91,32.120369077356244,Unknown,1
Male,78.0,1,0,Yes,Self-employed,Urban,93.13,29.210833962046138,formerly smoked,1
Female,75.0,0,0,Yes,Govt_job,Urban,62.48,28.070471960148872,Unknown,1
Female,38.0,0,0,Yes,Private,Rural,101.45,29.863774950891848,formerly smoked,1
Male,65.0,0,0,Yes,Self-employed,Urban,68.43,29.583323235372124,formerly smoked,1
Female,79.0,0,0,Yes,Private,Rural,169.67,27.971856904548776,Unknown,1
Female,76.0,0,0,Yes,Private,Urban,57.92,27.940892278838152,formerly smoked,1
Male,71.0,0,1,Yes,Private,Urban,81.76,28.9457498615031,smokes,1
Female,1.32,0,0,No,children,Urban,70.37,18.719259745575055,Unknown,1
Male,79.0,1,0,Yes,Private,Rural,75.02,29.139780244728872,never smoked,1
Male,64.0,0,0,Yes,Self-employed,Rural,111.98,29.79052811527944,formerly smoked,1
Female,79.0,1,1,No,Self-employed,Rural,60.94,28.759856260413944,never smoked,1
Female,78.0,0,0,Yes,Self-employed,Rural,60.67,27.08627617177477,formerly smoked,1
Female,80.0,0,0,Yes,Govt_job,Urban,110.66,27.282122315103724,Unknown,1
Female,77.0,0,0,No,Private,Urban,81.32,28.08147438013183,Unknown,1
Male,61.0,0,1,Yes,Private,Urban,209.86,32.94704544116234,Unknown,1
Male,79.0,0,0,Yes,Private,Rural,114.77,27.243396290267707,formerly smoked,1
Male,74.0,0,0,Yes,Private,Urban,167.13,28.736400149250798,Unknown,1
Female,76.0,1,1,Yes,Self-employed,Urban,199.86,31.684031473836264,smokes,1
Male,74.0,0,0,Yes,Self-employed,Rural,60.98,28.070471960148872,never smoked,1
Male,71.0,1,0,Yes,Self-employed,Rural,87.8,30.763683412344054,Unknown,1
Male,34.0,0,1,Yes,Private,Urban,106.23,29.70237259796381,formerly smoked,0
Female,76.0,1,0,Yes,Self-employed,Urban,209.58,33.07902301871912,never smoked,0
Female,63.0,0,0,Yes,Govt_job,Rural,79.92,29.970218681520958,smokes,0
Male,61.0,0,0,Yes,Govt_job,Urban,184.15,30.863162932887985,Unknown,0
Male,54.0,1,0,Yes,Private,Rural,198.69,33.737576205047304,smokes,0
Male,40.0,0,0,Yes,Private,Rural,89.77,30.0668053524742,smokes,0
Female,48.0,1,0,No,Private,Rural,118.14,31.697085992503364,formerly smoked,0
Male,61.0,0,1,Yes,Private,Urban,88.27,29.99730179513789,never smoked,0
Male,31.0,1,0,Yes,Govt_job,Urban,92.11,31.198140115564627,never smoked,0
Female,43.0,0,0,Yes,Govt_job,Rural,107.42,29.854190333221652,never smoked,0
Female,9.0,0,0,No,children,Urban,95.81,20.018427356531838,Unknown,0
Male,52.0,0,0,Yes,Private,Urban,226.7,33.117246460733575,smokes,0
Female,77.0,0,1,Yes,Private,Rural,183.1,28.982843563019326,never smoked,0
Female,17.0,0,0,No,Private,Rural,83.23,26.420807382569834,never smoked,0
Female,71.0,0,0,Yes,Self-employed,Urban,91.35,29.016504284733173,formerly smoked,0
Female,35.0,0,0,No,Govt_job,Urban,83.76,29.789599917563965,smokes,0
Female,23.0,0,0,No,Private,Urban,110.16,26.997282265398667,never smoked,0
Male,40.0,0,0,No,Private,Urban,88.27,30.0668053524742,formerly smoked,0
Female,23.0,0,0,No,Private,Rural,193.22,28.383477868385224,smokes,0
Female,71.0,1,0,Yes,Self-employed,Rural,66.12,30.375307026800215,never smoked,0
Male,13.0,0,0,No,children,Urban,71.73,22.562797542765956,Unknown,0
Male,73.0,1,0,Yes,Self-employed,Rural,102.06,30.19632033911637,Unknown,0
Female,3.0,0,0,No,children,Urban,79.63,18.896758341975225,Unknown,0
Male,51.0,0,0,Yes,Private,Rural,217.71,33.749649271841086,formerly smoked,0
Male,35.0,0,0,Yes,Private,Rural,115.92,29.612603644460908,formerly smoked,0
Female,73.0,0,0,Yes,Self-employed,Rural,79.69,28.596578523400677,formerly smoked,0
Female,6.0,0,0,No,children,Urban,201.25,20.50813016611414,Unknown,0
Male,46.0,1,0,Yes,Private,Rural,73.72,31.606570696468122,smokes,0
Female,71.0,0,0,Yes,Private,Urban,214.77,32.27387095184459,Unknown,0
Female,54.0,1,0,Yes,Private,Rural,98.74,31.89971211530221,never smoked,0
Female,80.0,0,0,Yes,Govt_job,Urban,84.86,27.411314469808467,Unknown,0
Female,49.0,0,0,Yes,Private,Rural,67.27,29.876490922740366,formerly smoked,0
Male,72.0,0,0,Yes,Self-employed,Rural,72.09,28.54569321378707,smokes,0
Male,25.0,0,0,Yes,Private,Rural,78.29,27.173222235093398,smokes,0
Male,27.0,0,0,No,Private,Rural,191.79,28.89969575625761,smokes,0
Male,51.0,1,0,Yes,Private,Rural,163.56,32.29329460570186,formerly smoked,0
Male,48.0,0,0,Yes,Self-employed,Rural,216.88,33.69541657142078,smokes,0
Male,7.0,0,0,No,children,Urban,87.94,19.483194786207072,Unknown,0
Female,61.0,1,1,Yes,Private,Urban,237.58,33.746401289230256,formerly smoked,0
Female,25.0,0,0,Yes,Govt_job,Urban,93.23,27.24120740794051,smokes,0
Male,30.0,0,0,Yes,Private,Urban,91.23,29.28032172443538,smokes,0
Male,71.0,1,0,Yes,Self-employed,Rural,93.6,30.719672786758665,never smoked,0
Male,47.0,0,0,No,Private,Rural,237.17,32.05850252051601,Unknown,0
Male,76.0,0,1,Yes,Private,Urban,79.05,28.328095943797504,Unknown,0
Female,29.0,0,0,No,Private,Urban,81.43,28.61994283496398,formerly smoked,0
Female,48.0,0,1,Yes,Self-employed,Urban,101.22,30.006573102139797,formerly smoked,0
Female,57.0,1,0,Yes,Private,Urban,210.0,35.18860462517498,never smoked,0
Male,58.0,0,0,Yes,Private,Urban,94.0,30.272074039541987,Unknown,0
Male,45.0,0,1,Yes,Private,Rural,93.77,30.013810750424852,Unknown,0
Male,66.0,0,0,Yes,Private,Urban,190.4,30.538184095161768,formerly smoked,0
Male,59.0,0,1,Yes,Govt_job,Urban,188.69,31.378533851873115,formerly smoked,0
Male,34.0,0,0,Yes,Private,Rural,86.51,29.904709563307257,formerly smoked,0
Male,69.0,1,0,Yes,Private,Rural,107.11,30.624831677910333,smokes,0
Male,66.0,0,0,Yes,Self-employed,Urban,71.38,29.18710939880596,formerly smoked,0
Female,48.0,0,0,Yes,Self-employed,Rural,209.9,33.17294727137241,smokes,0
Male,32.0,0,0,No,Private,Rural,95.58,29.752554356966748,smokes,0
Male,60.0,0,0,Yes,Self-employed,Urban,185.71,31.378533851873115,Unknown,0
Female,30.0,0,0,No,Govt_job,Urban,88.2,29.28032172443538,smokes,0
Female,60.0,0,0,Yes,Self-employed,Urban,203.04,32.130179775170376,smokes,0
Male,10.0,0,0,No,children,Rural,99.87,20.263791073638025,formerly smoked,0
Male,20.0,0,0,No,Private,Rural,70.96,26.305040919138523,Unknown,0
Male,77.0,0,0,Yes,Private,Urban,74.26,28.004566476544774,formerly smoked,0
Male,67.0,0,0,Yes,Private,Urban,92.73,29.081488595208445,never smoked,0
Female,42.0,0,0,Yes,Private,Urban,208.06,32.49735905629397,smokes,0
Female,60.0,1,0,Yes,Private,Urban,109.0,31.89971211530221,Unknown,0
Male,0.48,0,0,No,children,Urban,73.02,17.89929451491795,Unknown,0
Male,35.0,0,0,Yes,Private,Rural,77.48,29.832593105583623,formerly smoked,0
Male,50.0,1,0,No,Private,Urban,81.96,31.97914377106592,formerly smoked,0
Female,19.0,0,0,No,Private,Rural,72.39,26.284524627193612,smokes,0
Female,77.0,1,0,Yes,Self-employed,Urban,109.51,29.663123711666024,never smoked,0
Male,67.0,0,1,Yes,Private,Rural,97.24,28.944067909678317,Unknown,0
Female,20.0,0,0,No,Private,Urban,89.03,26.59200375926125,smokes,0
Male,49.0,0,0,Yes,Private,Rural,79.64,30.188174647677695,smokes,0
Male,77.0,0,1,Yes,Govt_job,Rural,106.03,27.956143010263066,Unknown,0
Female,52.0,1,0,Yes,Self-employed,Rural,111.38,31.791922363152473,smokes,0
Male,43.0,0,0,Yes,Govt_job,Rural,80.07,29.984830834123173,never smoked,0
Female,69.0,1,0,Yes,Govt_job,Urban,112.2,30.574928449662846,never smoked,0
Female,34.0,1,0,Yes,Self-employed,Urban,100.61,31.47526322033101,Unknown,0
Male,78.0,0,1,Yes,Self-employed,Urban,243.73,28.02386637636746,smokes,0
Male,76.0,0,1,Yes,Self-employed,Urban,67.03,28.02871647102671,never smoked,0
Male,62.0,1,1,Yes,Private,Rural,176.25,32.43801447032291,never smoked,0
Female,71.0,1,0,Yes,Private,Urban,105.55,30.557687319717626,smokes,0
Male,79.0,0,1,Yes,Private,Urban,213.38,30.504871562608173,Unknown,0
Male,79.0,0,1,Yes,Private,Rural,82.27,27.411314469808467,never smoked,0
Male,54.0,0,0,Yes,Private,Rural,74.06,30.162336272799983,never smoked,0
Female,73.0,1,0,Yes,Private,Rural,217.84,33.899575602263056,never smoked,0
Female,5.0,0,0,No,children,Rural,105.18,19.03363307440957,Unknown,0
Female,38.0,0,0,Yes,Private,Rural,217.55,33.541750072202845,smokes,0
Male,72.0,1,0,Yes,Private,Rural,231.71,33.22529657056137,Unknown,0
Male,14.0,0,0,No,Private,Rural,110.72,25.92538060204817,never smoked,0
Male,50.0,0,0,Yes,Private,Urban,67.02,29.876490922740366,formerly smoked,0
Male,29.0,1,0,Yes,Private,Urban,77.55,30.352153075720764,formerly smoked,0
Male,75.0,1,0,Yes,Private,Rural,198.79,31.809102388818047,smokes,0
Female,68.0,1,1,Yes,Private,Rural,233.3,33.480734073500464,Unknown,0
Female,33.0,1,0,No,Private,Rural,97.87,31.430239364510037,smokes,0
Male,63.0,0,1,Yes,Self-employed,Urban,82.72,29.927100195480005,never smoked,0
Female,56.0,0,0,Yes,Private,Urban,102.97,30.111585941603717,smokes,0
Male,70.0,0,0,Yes,Govt_job,Urban,202.55,30.781985990405303,formerly smoked,0
Male,71.0,0,1,Yes,Private,Urban,204.98,30.976758580936625,formerly smoked,0
Female,73.0,0,0,No,Self-employed,Rural,69.35,28.36584508965892,never smoked,0
Female,67.0,1,0,Yes,Private,Rural,85.48,30.75318633749586,smokes,0
Female,62.0,1,0,Yes,Self-employed,Urban,75.78,31.75309029478169,smokes,0
Female,38.0,0,0,Yes,Private,Urban,91.44,30.0668053524742,Unknown,0
Female,47.0,0,0,Yes,Self-employed,Rural,195.61,31.720165526413464,never smoked,0
Female,42.0,0,0,Yes,Private,Urban,73.37,29.948147355072038,smokes,0
Male,58.0,0,0,Yes,Govt_job,Urban,160.87,30.546215505510165,formerly smoked,0
Male,44.0,1,0,Yes,Private,Rural,84.1,31.723509495457375,Unknown,0
Male,42.0,0,0,Yes,Private,Urban,177.91,30.68964575227439,Unknown,0
Male,78.0,1,0,Yes,Self-employed,Urban,90.19,29.210833962046138,Unknown,0
Female,68.0,0,0,No,Private,Urban,82.85,28.968393628910906,smokes,0
Male,39.0,0,0,Yes,Private,Rural,84.18,29.951301422935355,smokes,0
Male,60.0,0,0,Yes,Self-employed,Rural,212.02,33.4845680869329,Unknown,0
Female,31.0,0,0,Yes,Self-employed,Urban,87.23,29.435237286859376,formerly smoked,0
Male,67.0,0,0,Yes,Private,Urban,260.85,29.09959343959128,Unknown,0
Female,52.0,1,0,Yes,Self-employed,Rural,104.45,31.843071754782194,never smoked,0
Female,53.0,0,0,Yes,Private,Urban,227.68,33.117246460733575,never smoked,0
Female,33.0,0,0,No,Private,Urban,84.4,29.746116027365073,smokes,0
Female,53.0,0,0,No,Private,Rural,235.45,32.48706845856044,formerly smoked,0
Female,49.0,0,0,Yes,Private,Rural,107.55,30.056974383018026,Unknown,0
Male,52.0,0,1,No,Self-employed,Rural,79.81,30.188174647677695,formerly smoked,0
Female,41.0,0,0,Yes,Self-employed,Rural,76.66,29.99444194055943,Unknown,0
Male,1.88,0,0,No,children,Rural,143.97,19.018775636939367,Unknown,0
Male,34.0,0,0,Yes,Private,Urban,99.23,29.70237259796381,smokes,0
Female,16.0,0,0,No,Private,Urban,89.45,26.52751396445424,Unknown,0
Female,45.0,0,0,Yes,Private,Urban,202.66,31.86199054694296,never smoked,0
Male,1.08,0,0,No,children,Rural,74.5,18.797637948568624,Unknown,0
Male,1.8,0,0,No,children,Urban,68.8,18.719259745575055,Unknown,0
Female,13.0,0,0,No,children,Rural,219.81,25.654078421843533,Unknown,0
Female,61.0,0,0,Yes,Private,Rural,219.38,33.46726940704127,never smoked,0
Female,37.0,0,0,No,Govt_job,Rural,72.08,29.595595561791818,formerly smoked,0
Male,32.0,1,0,No,Govt_job,Urban,58.24,31.098300161525284,formerly smoked,0
Female,79.0,0,0,Yes,Private,Rural,208.05,29.78694460325683,smokes,0
Male,8.0,0,0,No,children,Urban,78.76,19.428195618403347,Unknown,0
Female,75.0,0,1,Yes,Self-employed,Urban,83.88,28.402910258289666,smokes,0
Female,79.0,1,0,Yes,Self-employed,Rural,92.43,29.210833962046138,never smoked,0
Female,69.0,0,1,Yes,Private,Urban,207.6,31.231186313834275,never smoked,0
Male,31.0,0,0,Yes,Private,Urban,108.62,29.23491653621969,smokes,0
Female,82.0,1,0,Yes,Private,Urban,222.52,31.75340319266665,formerly smoked,0
Male,32.0,1,0,No,Private,Rural,74.43,31.497422037342364,Unknown,0
Female,17.0,0,0,No,Private,Urban,92.97,26.52751396445424,formerly smoked,0
Female,18.0,0,0,No,Private,Rural,101.12,26.437222755448115,smokes,0
Male,59.0,1,0,Yes,Govt_job,Rural,253.93,32.1306496403525,formerly smoked,0
Male,3.0,0,0,No,children,Rural,194.75,20.11991532687849,Unknown,0
Female,20.0,0,0,No,Govt_job,Rural,79.53,26.52504773335733,never smoked,0
Female,78.0,0,0,Yes,Govt_job,Urban,101.76,27.32855855724956,smokes,0
Male,52.0,1,0,Yes,Govt_job,Rural,116.62,31.749263451594498,smokes,0
Female,65.0,0,1,Yes,Private,Rural,57.52,29.420252347958517,formerly smoked,0
Male,59.0,0,0,Yes,Private,Urban,223.16,33.17530861079809,Unknown,0
Female,78.0,1,1,Yes,Private,Rural,206.53,31.17927645645906,never smoked,0
Female,70.0,0,1,Yes,Self-employed,Rural,65.68,28.64225263181359,Unknown,0
Female,70.0,0,1,Yes,Self-employed,Urban,240.69,30.87306207992168,smokes,0
Male,37.0,0,0,Yes,Private,Rural,107.06,29.70237259796381,smokes,0
Male,72.0,0,1,Yes,Private,Rural,238.27,30.69765019772622,smokes,0
Male,1.32,0,0,No,children,Rural,107.02,18.799209785253908,Unknown,0
Male,58.0,0,0,Yes,Govt_job,Urban,84.94,30.199570565349735,never smoked,0
Male,31.0,0,0,No,Private,Urban,215.07,32.721655047898544,smokes,0
Male,41.0,0,0,No,Private,Rural,70.15,29.75663127443438,formerly smoked,0
Male,40.0,0,0,Yes,Private,Urban,191.15,31.12417217394211,smokes,0
Female,45.0,1,0,Yes,Govt_job,Rural,95.02,31.79830364006429,smokes,0
Male,40.0,0,0,Yes,Private,Rural,83.94,29.951301422935355,smokes,0
Female,80.0,1,0,Yes,Private,Urban,83.75,29.09742107186247,never smoked,0
1 gender age hypertension heart_disease ever_married work_type Residence_type avg_glucose_level bmi smoking_status stroke
2 Female 61.0 0 0 Yes Self-employed Rural 202.21 31.555602417555065 never smoked 1
3 Female 59.0 0 0 Yes Private Rural 76.15 30.24293671780551 Unknown 1
4 Male 78.0 0 1 Yes Private Urban 219.84 30.698951437189447 Unknown 1
5 Male 57.0 0 1 No Govt_job Urban 217.08 33.80840960032553 Unknown 1
6 Male 58.0 0 0 Yes Private Rural 189.84 31.378533851873115 Unknown 1
7 Male 59.0 0 0 Yes Private Rural 211.78 33.4845680869329 formerly smoked 1
8 Female 63.0 0 0 Yes Private Urban 90.9 30.042545164065906 formerly smoked 1
9 Female 75.0 0 1 No Self-employed Urban 109.78 28.31827337114426 Unknown 1
10 Female 76.0 0 0 No Private Urban 89.96 28.397892673424312 Unknown 1
11 Male 78.0 1 0 Yes Private Urban 75.32 29.139780244728872 formerly smoked 1
12 Female 63.0 0 0 Yes Govt_job Urban 197.54 31.602317143886843 never smoked 1
13 Male 78.0 0 0 Yes Private Urban 237.75 29.316691843518786 formerly smoked 1
14 Male 75.0 0 0 Yes Private Urban 104.72 28.31827337114426 Unknown 1
15 Female 76.0 0 0 Yes Govt_job Rural 62.57 27.954912232096934 formerly smoked 1
16 Female 51.0 0 0 Yes Private Urban 165.31 30.491106831242366 never smoked 1
17 Female 66.0 0 0 Yes Self-employed Urban 101.45 29.292953098797682 Unknown 1
18 Male 58.0 0 0 Yes Private Urban 71.2 30.003880754655786 Unknown 1
19 Male 58.0 0 0 Yes Private Urban 82.3 30.199570565349735 smokes 1
20 Female 76.0 0 0 Yes Self-employed Urban 106.41 28.202069360450302 formerly smoked 1
21 Female 72.0 0 0 Yes Private Urban 219.91 32.120369077356244 Unknown 1
22 Male 78.0 1 0 Yes Self-employed Urban 93.13 29.210833962046138 formerly smoked 1
23 Female 75.0 0 0 Yes Govt_job Urban 62.48 28.070471960148872 Unknown 1
24 Female 38.0 0 0 Yes Private Rural 101.45 29.863774950891848 formerly smoked 1
25 Male 65.0 0 0 Yes Self-employed Urban 68.43 29.583323235372124 formerly smoked 1
26 Female 79.0 0 0 Yes Private Rural 169.67 27.971856904548776 Unknown 1
27 Female 76.0 0 0 Yes Private Urban 57.92 27.940892278838152 formerly smoked 1
28 Male 71.0 0 1 Yes Private Urban 81.76 28.9457498615031 smokes 1
29 Female 1.32 0 0 No children Urban 70.37 18.719259745575055 Unknown 1
30 Male 79.0 1 0 Yes Private Rural 75.02 29.139780244728872 never smoked 1
31 Male 64.0 0 0 Yes Self-employed Rural 111.98 29.79052811527944 formerly smoked 1
32 Female 79.0 1 1 No Self-employed Rural 60.94 28.759856260413944 never smoked 1
33 Female 78.0 0 0 Yes Self-employed Rural 60.67 27.08627617177477 formerly smoked 1
34 Female 80.0 0 0 Yes Govt_job Urban 110.66 27.282122315103724 Unknown 1
35 Female 77.0 0 0 No Private Urban 81.32 28.08147438013183 Unknown 1
36 Male 61.0 0 1 Yes Private Urban 209.86 32.94704544116234 Unknown 1
37 Male 79.0 0 0 Yes Private Rural 114.77 27.243396290267707 formerly smoked 1
38 Male 74.0 0 0 Yes Private Urban 167.13 28.736400149250798 Unknown 1
39 Female 76.0 1 1 Yes Self-employed Urban 199.86 31.684031473836264 smokes 1
40 Male 74.0 0 0 Yes Self-employed Rural 60.98 28.070471960148872 never smoked 1
41 Male 71.0 1 0 Yes Self-employed Rural 87.8 30.763683412344054 Unknown 1
42 Male 34.0 0 1 Yes Private Urban 106.23 29.70237259796381 formerly smoked 0
43 Female 76.0 1 0 Yes Self-employed Urban 209.58 33.07902301871912 never smoked 0
44 Female 63.0 0 0 Yes Govt_job Rural 79.92 29.970218681520958 smokes 0
45 Male 61.0 0 0 Yes Govt_job Urban 184.15 30.863162932887985 Unknown 0
46 Male 54.0 1 0 Yes Private Rural 198.69 33.737576205047304 smokes 0
47 Male 40.0 0 0 Yes Private Rural 89.77 30.0668053524742 smokes 0
48 Female 48.0 1 0 No Private Rural 118.14 31.697085992503364 formerly smoked 0
49 Male 61.0 0 1 Yes Private Urban 88.27 29.99730179513789 never smoked 0
50 Male 31.0 1 0 Yes Govt_job Urban 92.11 31.198140115564627 never smoked 0
51 Female 43.0 0 0 Yes Govt_job Rural 107.42 29.854190333221652 never smoked 0
52 Female 9.0 0 0 No children Urban 95.81 20.018427356531838 Unknown 0
53 Male 52.0 0 0 Yes Private Urban 226.7 33.117246460733575 smokes 0
54 Female 77.0 0 1 Yes Private Rural 183.1 28.982843563019326 never smoked 0
55 Female 17.0 0 0 No Private Rural 83.23 26.420807382569834 never smoked 0
56 Female 71.0 0 0 Yes Self-employed Urban 91.35 29.016504284733173 formerly smoked 0
57 Female 35.0 0 0 No Govt_job Urban 83.76 29.789599917563965 smokes 0
58 Female 23.0 0 0 No Private Urban 110.16 26.997282265398667 never smoked 0
59 Male 40.0 0 0 No Private Urban 88.27 30.0668053524742 formerly smoked 0
60 Female 23.0 0 0 No Private Rural 193.22 28.383477868385224 smokes 0
61 Female 71.0 1 0 Yes Self-employed Rural 66.12 30.375307026800215 never smoked 0
62 Male 13.0 0 0 No children Urban 71.73 22.562797542765956 Unknown 0
63 Male 73.0 1 0 Yes Self-employed Rural 102.06 30.19632033911637 Unknown 0
64 Female 3.0 0 0 No children Urban 79.63 18.896758341975225 Unknown 0
65 Male 51.0 0 0 Yes Private Rural 217.71 33.749649271841086 formerly smoked 0
66 Male 35.0 0 0 Yes Private Rural 115.92 29.612603644460908 formerly smoked 0
67 Female 73.0 0 0 Yes Self-employed Rural 79.69 28.596578523400677 formerly smoked 0
68 Female 6.0 0 0 No children Urban 201.25 20.50813016611414 Unknown 0
69 Male 46.0 1 0 Yes Private Rural 73.72 31.606570696468122 smokes 0
70 Female 71.0 0 0 Yes Private Urban 214.77 32.27387095184459 Unknown 0
71 Female 54.0 1 0 Yes Private Rural 98.74 31.89971211530221 never smoked 0
72 Female 80.0 0 0 Yes Govt_job Urban 84.86 27.411314469808467 Unknown 0
73 Female 49.0 0 0 Yes Private Rural 67.27 29.876490922740366 formerly smoked 0
74 Male 72.0 0 0 Yes Self-employed Rural 72.09 28.54569321378707 smokes 0
75 Male 25.0 0 0 Yes Private Rural 78.29 27.173222235093398 smokes 0
76 Male 27.0 0 0 No Private Rural 191.79 28.89969575625761 smokes 0
77 Male 51.0 1 0 Yes Private Rural 163.56 32.29329460570186 formerly smoked 0
78 Male 48.0 0 0 Yes Self-employed Rural 216.88 33.69541657142078 smokes 0
79 Male 7.0 0 0 No children Urban 87.94 19.483194786207072 Unknown 0
80 Female 61.0 1 1 Yes Private Urban 237.58 33.746401289230256 formerly smoked 0
81 Female 25.0 0 0 Yes Govt_job Urban 93.23 27.24120740794051 smokes 0
82 Male 30.0 0 0 Yes Private Urban 91.23 29.28032172443538 smokes 0
83 Male 71.0 1 0 Yes Self-employed Rural 93.6 30.719672786758665 never smoked 0
84 Male 47.0 0 0 No Private Rural 237.17 32.05850252051601 Unknown 0
85 Male 76.0 0 1 Yes Private Urban 79.05 28.328095943797504 Unknown 0
86 Female 29.0 0 0 No Private Urban 81.43 28.61994283496398 formerly smoked 0
87 Female 48.0 0 1 Yes Self-employed Urban 101.22 30.006573102139797 formerly smoked 0
88 Female 57.0 1 0 Yes Private Urban 210.0 35.18860462517498 never smoked 0
89 Male 58.0 0 0 Yes Private Urban 94.0 30.272074039541987 Unknown 0
90 Male 45.0 0 1 Yes Private Rural 93.77 30.013810750424852 Unknown 0
91 Male 66.0 0 0 Yes Private Urban 190.4 30.538184095161768 formerly smoked 0
92 Male 59.0 0 1 Yes Govt_job Urban 188.69 31.378533851873115 formerly smoked 0
93 Male 34.0 0 0 Yes Private Rural 86.51 29.904709563307257 formerly smoked 0
94 Male 69.0 1 0 Yes Private Rural 107.11 30.624831677910333 smokes 0
95 Male 66.0 0 0 Yes Self-employed Urban 71.38 29.18710939880596 formerly smoked 0
96 Female 48.0 0 0 Yes Self-employed Rural 209.9 33.17294727137241 smokes 0
97 Male 32.0 0 0 No Private Rural 95.58 29.752554356966748 smokes 0
98 Male 60.0 0 0 Yes Self-employed Urban 185.71 31.378533851873115 Unknown 0
99 Female 30.0 0 0 No Govt_job Urban 88.2 29.28032172443538 smokes 0
100 Female 60.0 0 0 Yes Self-employed Urban 203.04 32.130179775170376 smokes 0
101 Male 10.0 0 0 No children Rural 99.87 20.263791073638025 formerly smoked 0
102 Male 20.0 0 0 No Private Rural 70.96 26.305040919138523 Unknown 0
103 Male 77.0 0 0 Yes Private Urban 74.26 28.004566476544774 formerly smoked 0
104 Male 67.0 0 0 Yes Private Urban 92.73 29.081488595208445 never smoked 0
105 Female 42.0 0 0 Yes Private Urban 208.06 32.49735905629397 smokes 0
106 Female 60.0 1 0 Yes Private Urban 109.0 31.89971211530221 Unknown 0
107 Male 0.48 0 0 No children Urban 73.02 17.89929451491795 Unknown 0
108 Male 35.0 0 0 Yes Private Rural 77.48 29.832593105583623 formerly smoked 0
109 Male 50.0 1 0 No Private Urban 81.96 31.97914377106592 formerly smoked 0
110 Female 19.0 0 0 No Private Rural 72.39 26.284524627193612 smokes 0
111 Female 77.0 1 0 Yes Self-employed Urban 109.51 29.663123711666024 never smoked 0
112 Male 67.0 0 1 Yes Private Rural 97.24 28.944067909678317 Unknown 0
113 Female 20.0 0 0 No Private Urban 89.03 26.59200375926125 smokes 0
114 Male 49.0 0 0 Yes Private Rural 79.64 30.188174647677695 smokes 0
115 Male 77.0 0 1 Yes Govt_job Rural 106.03 27.956143010263066 Unknown 0
116 Female 52.0 1 0 Yes Self-employed Rural 111.38 31.791922363152473 smokes 0
117 Male 43.0 0 0 Yes Govt_job Rural 80.07 29.984830834123173 never smoked 0
118 Female 69.0 1 0 Yes Govt_job Urban 112.2 30.574928449662846 never smoked 0
119 Female 34.0 1 0 Yes Self-employed Urban 100.61 31.47526322033101 Unknown 0
120 Male 78.0 0 1 Yes Self-employed Urban 243.73 28.02386637636746 smokes 0
121 Male 76.0 0 1 Yes Self-employed Urban 67.03 28.02871647102671 never smoked 0
122 Male 62.0 1 1 Yes Private Rural 176.25 32.43801447032291 never smoked 0
123 Female 71.0 1 0 Yes Private Urban 105.55 30.557687319717626 smokes 0
124 Male 79.0 0 1 Yes Private Urban 213.38 30.504871562608173 Unknown 0
125 Male 79.0 0 1 Yes Private Rural 82.27 27.411314469808467 never smoked 0
126 Male 54.0 0 0 Yes Private Rural 74.06 30.162336272799983 never smoked 0
127 Female 73.0 1 0 Yes Private Rural 217.84 33.899575602263056 never smoked 0
128 Female 5.0 0 0 No children Rural 105.18 19.03363307440957 Unknown 0
129 Female 38.0 0 0 Yes Private Rural 217.55 33.541750072202845 smokes 0
130 Male 72.0 1 0 Yes Private Rural 231.71 33.22529657056137 Unknown 0
131 Male 14.0 0 0 No Private Rural 110.72 25.92538060204817 never smoked 0
132 Male 50.0 0 0 Yes Private Urban 67.02 29.876490922740366 formerly smoked 0
133 Male 29.0 1 0 Yes Private Urban 77.55 30.352153075720764 formerly smoked 0
134 Male 75.0 1 0 Yes Private Rural 198.79 31.809102388818047 smokes 0
135 Female 68.0 1 1 Yes Private Rural 233.3 33.480734073500464 Unknown 0
136 Female 33.0 1 0 No Private Rural 97.87 31.430239364510037 smokes 0
137 Male 63.0 0 1 Yes Self-employed Urban 82.72 29.927100195480005 never smoked 0
138 Female 56.0 0 0 Yes Private Urban 102.97 30.111585941603717 smokes 0
139 Male 70.0 0 0 Yes Govt_job Urban 202.55 30.781985990405303 formerly smoked 0
140 Male 71.0 0 1 Yes Private Urban 204.98 30.976758580936625 formerly smoked 0
141 Female 73.0 0 0 No Self-employed Rural 69.35 28.36584508965892 never smoked 0
142 Female 67.0 1 0 Yes Private Rural 85.48 30.75318633749586 smokes 0
143 Female 62.0 1 0 Yes Self-employed Urban 75.78 31.75309029478169 smokes 0
144 Female 38.0 0 0 Yes Private Urban 91.44 30.0668053524742 Unknown 0
145 Female 47.0 0 0 Yes Self-employed Rural 195.61 31.720165526413464 never smoked 0
146 Female 42.0 0 0 Yes Private Urban 73.37 29.948147355072038 smokes 0
147 Male 58.0 0 0 Yes Govt_job Urban 160.87 30.546215505510165 formerly smoked 0
148 Male 44.0 1 0 Yes Private Rural 84.1 31.723509495457375 Unknown 0
149 Male 42.0 0 0 Yes Private Urban 177.91 30.68964575227439 Unknown 0
150 Male 78.0 1 0 Yes Self-employed Urban 90.19 29.210833962046138 Unknown 0
151 Female 68.0 0 0 No Private Urban 82.85 28.968393628910906 smokes 0
152 Male 39.0 0 0 Yes Private Rural 84.18 29.951301422935355 smokes 0
153 Male 60.0 0 0 Yes Self-employed Rural 212.02 33.4845680869329 Unknown 0
154 Female 31.0 0 0 Yes Self-employed Urban 87.23 29.435237286859376 formerly smoked 0
155 Male 67.0 0 0 Yes Private Urban 260.85 29.09959343959128 Unknown 0
156 Female 52.0 1 0 Yes Self-employed Rural 104.45 31.843071754782194 never smoked 0
157 Female 53.0 0 0 Yes Private Urban 227.68 33.117246460733575 never smoked 0
158 Female 33.0 0 0 No Private Urban 84.4 29.746116027365073 smokes 0
159 Female 53.0 0 0 No Private Rural 235.45 32.48706845856044 formerly smoked 0
160 Female 49.0 0 0 Yes Private Rural 107.55 30.056974383018026 Unknown 0
161 Male 52.0 0 1 No Self-employed Rural 79.81 30.188174647677695 formerly smoked 0
162 Female 41.0 0 0 Yes Self-employed Rural 76.66 29.99444194055943 Unknown 0
163 Male 1.88 0 0 No children Rural 143.97 19.018775636939367 Unknown 0
164 Male 34.0 0 0 Yes Private Urban 99.23 29.70237259796381 smokes 0
165 Female 16.0 0 0 No Private Urban 89.45 26.52751396445424 Unknown 0
166 Female 45.0 0 0 Yes Private Urban 202.66 31.86199054694296 never smoked 0
167 Male 1.08 0 0 No children Rural 74.5 18.797637948568624 Unknown 0
168 Male 1.8 0 0 No children Urban 68.8 18.719259745575055 Unknown 0
169 Female 13.0 0 0 No children Rural 219.81 25.654078421843533 Unknown 0
170 Female 61.0 0 0 Yes Private Rural 219.38 33.46726940704127 never smoked 0
171 Female 37.0 0 0 No Govt_job Rural 72.08 29.595595561791818 formerly smoked 0
172 Male 32.0 1 0 No Govt_job Urban 58.24 31.098300161525284 formerly smoked 0
173 Female 79.0 0 0 Yes Private Rural 208.05 29.78694460325683 smokes 0
174 Male 8.0 0 0 No children Urban 78.76 19.428195618403347 Unknown 0
175 Female 75.0 0 1 Yes Self-employed Urban 83.88 28.402910258289666 smokes 0
176 Female 79.0 1 0 Yes Self-employed Rural 92.43 29.210833962046138 never smoked 0
177 Female 69.0 0 1 Yes Private Urban 207.6 31.231186313834275 never smoked 0
178 Male 31.0 0 0 Yes Private Urban 108.62 29.23491653621969 smokes 0
179 Female 82.0 1 0 Yes Private Urban 222.52 31.75340319266665 formerly smoked 0
180 Male 32.0 1 0 No Private Rural 74.43 31.497422037342364 Unknown 0
181 Female 17.0 0 0 No Private Urban 92.97 26.52751396445424 formerly smoked 0
182 Female 18.0 0 0 No Private Rural 101.12 26.437222755448115 smokes 0
183 Male 59.0 1 0 Yes Govt_job Rural 253.93 32.1306496403525 formerly smoked 0
184 Male 3.0 0 0 No children Rural 194.75 20.11991532687849 Unknown 0
185 Female 20.0 0 0 No Govt_job Rural 79.53 26.52504773335733 never smoked 0
186 Female 78.0 0 0 Yes Govt_job Urban 101.76 27.32855855724956 smokes 0
187 Male 52.0 1 0 Yes Govt_job Rural 116.62 31.749263451594498 smokes 0
188 Female 65.0 0 1 Yes Private Rural 57.52 29.420252347958517 formerly smoked 0
189 Male 59.0 0 0 Yes Private Urban 223.16 33.17530861079809 Unknown 0
190 Female 78.0 1 1 Yes Private Rural 206.53 31.17927645645906 never smoked 0
191 Female 70.0 0 1 Yes Self-employed Rural 65.68 28.64225263181359 Unknown 0
192 Female 70.0 0 1 Yes Self-employed Urban 240.69 30.87306207992168 smokes 0
193 Male 37.0 0 0 Yes Private Rural 107.06 29.70237259796381 smokes 0
194 Male 72.0 0 1 Yes Private Rural 238.27 30.69765019772622 smokes 0
195 Male 1.32 0 0 No children Rural 107.02 18.799209785253908 Unknown 0
196 Male 58.0 0 0 Yes Govt_job Urban 84.94 30.199570565349735 never smoked 0
197 Male 31.0 0 0 No Private Urban 215.07 32.721655047898544 smokes 0
198 Male 41.0 0 0 No Private Rural 70.15 29.75663127443438 formerly smoked 0
199 Male 40.0 0 0 Yes Private Urban 191.15 31.12417217394211 smokes 0
200 Female 45.0 1 0 Yes Govt_job Rural 95.02 31.79830364006429 smokes 0
201 Male 40.0 0 0 Yes Private Rural 83.94 29.951301422935355 smokes 0
202 Female 80.0 1 0 Yes Private Urban 83.75 29.09742107186247 never smoked 0